{"title":"Mitigating the impact of a pandemic: a time-varying-parameter structural VAR (TVP-SVAR) and time-varying granger causality estimations","authors":"Olumide O. Olaoye, Mulatu F. Zerihun","doi":"10.1108/ajems-05-2023-0179","DOIUrl":null,"url":null,"abstract":"Purpose The study investigates the effectiveness of government policies to mitigate the impact of a pandemic. The study adopts the small open economy of Nigeria for the following reasons. First, Nigeria is the largest economy in SSA. Second, Nigeria was also significantly impacted by the COVID-19 pandemic. Design/methodology/approach The study employed the time-varying structural autoregressive (TVSVAR) model to control for the potential asymmetry in fiscal variables and to control for the shift in the structural shift, following a macroeconomic shock. As a form of robustness, the study also implements the time-varying Granger causality to formally assess the temporal instability of the variable of interest. Findings The results show that an oil price shock is an important source of macroeconomic instability in Nigeria. Importantly, the results indicate that the effects of fiscal policy are strongly time varying. Specifically, the results show that fiscal policy helps to stabilize the economy, (i.e. they help to reduce inflation and spur output growth) following macroeconomic shock. Further, the Granger test shows that fiscal policy helped to spur growth in Nigeria. The research and policy implications are discussed. Originality/value The study accounts for the time-varying effects of fiscal policy.","PeriodicalId":46031,"journal":{"name":"African Journal of Economic and Management Studies","volume":null,"pages":null},"PeriodicalIF":1.4000,"publicationDate":"2023-09-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"African Journal of Economic and Management Studies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1108/ajems-05-2023-0179","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ECONOMICS","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose The study investigates the effectiveness of government policies to mitigate the impact of a pandemic. The study adopts the small open economy of Nigeria for the following reasons. First, Nigeria is the largest economy in SSA. Second, Nigeria was also significantly impacted by the COVID-19 pandemic. Design/methodology/approach The study employed the time-varying structural autoregressive (TVSVAR) model to control for the potential asymmetry in fiscal variables and to control for the shift in the structural shift, following a macroeconomic shock. As a form of robustness, the study also implements the time-varying Granger causality to formally assess the temporal instability of the variable of interest. Findings The results show that an oil price shock is an important source of macroeconomic instability in Nigeria. Importantly, the results indicate that the effects of fiscal policy are strongly time varying. Specifically, the results show that fiscal policy helps to stabilize the economy, (i.e. they help to reduce inflation and spur output growth) following macroeconomic shock. Further, the Granger test shows that fiscal policy helped to spur growth in Nigeria. The research and policy implications are discussed. Originality/value The study accounts for the time-varying effects of fiscal policy.
期刊介绍:
African Journal of Economic and Management Studies (AJEMS) advances both theoretical and empirical research, informs policies and practices, and improves understanding of how economic and business decisions shape the lives of Africans. AJEMS is a multidisciplinary journal and welcomes papers from all the major disciplines in economics, business and management studies.